Facing the Artificial: Understanding Affinity, Trustworthiness, and Preference for More Realistic Digital Humans
Open accessAbstract
In recent years, companies have been developing more realistic looking human faces for digital, virtual agents controlled by artificial intelligence (AI). But how do users feel about interacting with such virtual agents? We used a controlled lab experiment to examine users’ perceived trustworthiness, affinity, and preference towards a real human travel agent appearing via video (i.e., Skype) as well as in the form of a very human-realistic avatar; half of the participants were (deceptively) told the avatar was a virtual agent controlled by AI while the other half were told the avatar was controlled by the same human travel agent. Results show that participants rated the video human agent more trustworthy, had more affinity for him, and preferred him to both avatar versions. Users who believed the avatar was a virtual agent controlled by AI reported the same level of affinity, trustworthiness, and preferences towards the agent as those who believed it was controlled by a human. Thus, use of a realistic digital avatar lowered affinity, trustworthiness, and preferences, but how the avatar was controlled (by human or machine) had no effect. The conclusion is that improved visual fidelity alone makes a significant positive difference and that users are not averse to advanced AI simulating human presence, some may even be anticipating such an advanced technology.
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A recent study reported that users' perceived trustworthiness and affinity were lower when a realistic digital avatar was used compared with a human being but remained unaffected by knowledge of whether a chatbot was controlled by a person or AI.
“A recent study reported that users’ perceived trustworthiness and affinity were lower when a realistic digital avatar was used as compared with a human being but remained unaffected by the knowledge of whether a chatbot was controlled by a person or AI [59].”
From A Cognitive Behavioral Therapy Chatbot (Otis) for Health Anxiety Management: Mixed Methods Pilot Study (2022) · cites this paper as [59]
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Experimental — accuracy not yet measuredAlthough the aforementioned study did not compare human and nonhuman avatars, its findings indicate that appearance makes a significant difference to the user experience.
“Although the aforementioned study did not compare human and nonhuman avatars, its findings indicate that appearance makes a significant difference to the user experience.”
From A Cognitive Behavioral Therapy Chatbot (Otis) for Health Anxiety Management: Mixed Methods Pilot Study (2022) · cites this paper as [59]
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Cites
An integrative model of organizational trust
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995) · The Academy of Management Review · doi:10.2307/258792 · Cited by 10,736 · see citing works
Rediscovering the Social Group: A Self‐Categorization Theory
REID, F. J. M. (1987) · British Journal of Social Psychology · doi:10.1111/j.2044-8309.1987.tb00799.x · Cited by 8,139 · see citing works
Rediscovering the Social Group: A Self-Categorization Theory.
Willer, D., Turner, J. C., Hogg, M. A., Oakes, P. J., Reicher, S. D., & Wetherell, M. S. (1989) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2073157 · Cited by 7,189 · see citing works
Ohanian, R. (1990) · Journal of Advertising · doi:10.1080/00913367.1990.10673191 · Cited by 4,043 · see citing works
The Uncanny Valley [From the Field]
Mori, M., MacDorman, K., & Kageki, N. (2012) · IEEE Robotics & Automation Magazine · doi:10.1109/mra.2012.2192811 · Cited by 3,542 · see citing works
A new scale for the measurement of interpersonal trust1
Rotter, J. B. (1967) · Journal of Personality · doi:10.1111/j.1467-6494.1967.tb01454.x · Cited by 3,503 · see citing works
Communication and Trust in Global Virtual Teams
Jarvenpaa, S. L., & Leidner, D. E. (1999) · Organization Science · doi:10.1287/orsc.10.6.791 · Cited by 2,903 · see citing works
Gefen, D., & Straub, D. W. (2004) · Omega · doi:10.1016/j.omega.2004.01.006 · Cited by 2,025 · see citing works
Interpersonal trust, trustworthiness, and gullibility.
Rotter, J. B. (1980) · American Psychologist · doi:10.1037/0003-066x.35.1.1 · Cited by 1,694 · see citing works
The Effects of Personalization and Familiarity on Trust and Adoption of Recommendation Agents1
Komiak, S. Y. X., & Benbasat, I. (2006) · MIS Quarterly · doi:10.2307/25148760 · Cited by 1,374 · see citing works
Initial trust formation in new organizational relationships
McKnight, D. H., Cummings, L. L., & Chervany, N. L. (1998) · The Academy of Management Review · doi:10.2307/259290 · Cited by 1,296 · see citing works
Dehumanization and Infrahumanization
Haslam, N., & Loughnan, S. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-010213-115045 · Cited by 1,156 · see citing works
E-Commerce Product Recommendation Agents: Use, Characteristics, and Impact1
Xiao, B., & Benbasat, I. (2007) · MIS Quarterly · doi:10.2307/25148784 · Cited by 1,081 · see citing works
Communication and Trust in Global Virtual Teams
Järvenpää, S. L., & Leidner, D. E. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.1998.tb00080.x · Cited by 965 · see citing works
Trust In and Adoption of Online Recommendation Agents
Benbasat, I., & Wang, W. (2005) · Journal of the Association for Information Systems · doi:10.17705/1jais.00065 · Cited by 847 · see citing works
WebQual: An Instrument for Consumer Evaluation of Web Sites
Loiacono, E. T., Watson, R. T., & Goodhue, D. L. (2007) · International Journal of Electronic Commerce · doi:10.2753/jec1086-4415110302 · Cited by 812 · see citing works
Qiu, L., & Benbasat, I. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222250405 · Cited by 737 · see citing works
Examining Trust in Information Technology Artifacts: The Effects of System Quality and Culture
Vance, A., Elie-Dit-Cosaque, C., & Straub, D. W. (2008) · Journal of Management Information Systems · doi:10.2753/mis0742-1222240403 · Cited by 599 · see citing works
Individual Swift Trust and Knowledge-Based Trust in Face-to-Face and Virtual Team Members
Robert, L. P., Denis, A. R., & Hung, Y.-T. C. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222260210 · Cited by 514 · see citing works
Saygin, A. P., Chaminade, T., Ishiguro, H., Driver, J., & Frith, C. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsr025 · Cited by 452 · see citing works
Sproull, L., Subramani, M., Kiesler, S., Walker, J., & Waters, K. (1996) · Human-Computer Interaction · doi:10.1207/s15327051hci1102_1 · Cited by 399 · see citing works
Lowry, P. B., Vance, A., Moody, G. D., Beckman, B., & Read, A. (2008) · Journal of Management Information Systems · doi:10.2753/mis0742-1222240408 · Cited by 366 · see citing works
The Uncanny Valley: Existence and Explanations
Wang, S., Lilienfeld, S. O., & Rochat, P. (2015) · Review of General Psychology · doi:10.1037/gpr0000056 · Cited by 357 · see citing works
Facial expression of emotion and perception of the Uncanny Valley in virtual characters
Tinwell, A., Grimshaw, M., Nabi, D. A., & Williams, A. B. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.10.018 · Cited by 269 · see citing works
Compeau, D., Marcolin, B. L., Kelley, H. M., & Higgins, C. D. (2012) · Information Systems Research · doi:10.1287/isre.1120.0423 · Cited by 249 · see citing works
Is The Uncanny Valley An Uncanny Cliff?
Bartneck, C., Kanda, T., Ishiguro, H., & Hagita, N. (2007) · IEEE RO-MAN · doi:10.1109/roman.2007.4415111 · Cited by 245 · see citing works
A mismatch in the human realism of face and voice produces an uncanny valley
Mitchell, W. J., Szerszen, K. A., Lu, A. S., Schermerhorn, P. W., Scheutz, M., & MacDorman, K. F. (2011) · i-Perception · doi:10.1068/i0415 · Cited by 239 · see citing works
Fundamentals of computational neuroscience
Trappenberg, T. P. (2003) · Choice Reviews Online · doi:10.5860/choice.40-2778 · Cited by 235 · see citing works
Fundamentals of Computational Neuroscience
(2009) · doi:10.1093/oso/9780199568413.001.0001 · Cited by 221 · see citing works
Lateralization of face processing in the human brain
Meng, M., Cherian, T. S., Singal, G., & Sinha, P. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2011.1784 · Cited by 168 · see citing works
The impact of online real-time interactivity on patronage intention: The use of avatars
Etemad‐Sajadi, R. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.03.045 · Cited by 166 · see citing works
Viki, G. T., Winchester, L., Titshall, L., Chisango, T., Pina, A., & Russell, R. (2006) · Social Cognition · doi:10.1521/soco.2006.24.6.753 · Cited by 144 · see citing works
First Impressions in Human--Agent Virtual Encounters
Cafaro, A., Vilhjálmsson, H. H., & Bickmore, T. (2016) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2940325 · Cited by 120 · see citing works
Anthropomorphism and AI: Turingʼs much misunderstood imitation game
Proudfoot, D. (2011) · Artificial Intelligence · doi:10.1016/j.artint.2011.01.006 · Cited by 109 · see citing works
University of Sydney, Seymour, M., Riemer, K., University of Sydney, Kay, J., & University of Sydney (2018) · Journal of the Association for Information Systems · doi:10.17705/1jais.00515 · Cited by 77 · see citing works
Self-citationCreating connection with autonomous facial animation
Sagar, M. A., Seymour, M., & Henderson, A. M. E. (2016) · Communications of the ACM · doi:10.1145/2950041 · Cited by 41 · see citing works
Self-citationInteractive Realistic Digital Avatars - Revisiting the Uncanny Valley
Seymour, M., Riemer, K., & Kay, J. (2017) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2017.067 · Cited by 41 · see citing works
Self-citationSeymour, M., Yuan, L., Dennis, A. R., & Riemer, K. (2019) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2019.213 · Cited by 35 · see citing works
Self-citationSchultze, U. (2011) · Journal of the Association for Information Systems · Cited by 31 · see citing works
Yuan, L., & Dennis, A. R. (2017) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2017.066 · Cited by 16 · see citing works
Self-citationAlexa, Tell Me More: The Effect of Advertisements on Memory Accuracy from Smart Speakers
Kim, D., Park, K., Park, Y., Ju, J., & Ahn, J. (2018) · Journal of the Association for Information Systems · Cited by 11 · see citing works
Besmann, A., & Morrison, K. R. (2012) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2012.0111 · Cited by 9 · see citing works
Yuan, L., Dennis, A. R., & Potter, R. F. (2016) · Journal of the Association for Information Systems · Cited by 3 · see citing works
Self-citationRahman, H. A., Choe, J.-S., & Park, J. (2017) · Pacific Asia Conference on Information Systems · Cited by 1 · see citing works
Letheren, K., Lee, S., Kwak, D.-H., & Ramamurthy, K. (2018) · Journal of the Association for Information Systems · Cited by 1 · see citing works
Flagged first, then by citations
4 of the 49 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- R. Lewicki and B. Bunker, Conflict, cooperation and justice, chapter Trust in relationships: a model of trust development and decline, Jossey-Bass, 1995.
- M. Meng, T. Cherian, G. Singal and P. Sinha, "Lateralization of face processing in the human brain", Proceedings of the Royal Society of London B: Biological Sciences (2012), pp. rspb20111784.
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Silva, E. S., & Bonetti, F. (2020) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2020.102430 · Cited by 185 · see citing works
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Tastemirova, A., Schneider, J., Kruse, L. C., Heinzle, S., & Brocke, J. V. (2022) · Electronic Markets · doi:10.1007/s12525-022-00563-x · Cited by 32 · see citing works
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Méndez, J. H., Díaz, N. B., & Taño, D. G. (2024) · Journal Of Vacation Marketing · doi:10.1177/13567667241276212 · Cited by 41 · see citing works
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Sachdeva, A., Kim, A., & Dennis, A. R. (2024) · Journal of Management Information Systems · doi:10.1080/07421222.2023.2301175 · Cited by 28 · see citing works
Self-citationGammarano, I. D. J. L. P., Dholakia, N., Filho, E. J. M. A., & Dholakia, R. R. (2024) · European Journal of Marketing · doi:10.1108/ejm-07-2023-0552 · Cited by 24 · see citing works
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Sharma, M., & Vemuri, K. (2022) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3526026 · Cited by 19 · see citing works
Koebel, K., Lacayo, M., Murali, M., Tarnanas, I., & Çöltekin, A. (2022) · Lecture Notes in Computer Science · doi:10.1007/978-3-030-94890-0_2 · Cited by 14 · see citing works
Kim, W., & Quan, W. (2024) · Current Psychology · doi:10.1007/s12144-024-05972-z · Cited by 10 · see citing works
Zhao, Y., & Chung, W. (2025) · SAGE Open · doi:10.1177/21582440251342981 · Cited by 10 · see citing works
Seymour, M., Riemer, K., Yuan, L., & Dennis, A. R. (2023) · Communications of the ACM · doi:10.1145/3584973 · Cited by 10 · see citing works
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- Authors
- Seymour, M., Yuan, L., Dennis, A., & Riemer, K.
- Affiliations
- The University of Sydney (AU)
- Iowa State University (US)
- Indiana University (US)
- Venue
- Proceedings of the Annual Hawaii International Conference on System Sciences
- Published
- 2020
- ISSN
- 1530-1605 (ISSN-L)
- 2572-6862
- OpenAlex
- W3004689019
- Cited by
- 38
- References
- 49
- Citations by year
- 2026: 1 · 2025: 10 · 2024: 11 · 2023: 3 · 2022: 9 · 2021: 3 · 2020: 1
- FWCI
- 5.64
- Type
- conference paper
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Hawaii International Conference on System Sciences (HICSS) (publishedVersion, cc-by-nc-nd)
- Journal of the Association for Information Systems (submittedVersion)
- ScholarSpace (University of Hawaii at Manoa) (submittedVersion, cc-by-nc-nd)
- Topics
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Computer Science › Artificial Intelligence › AI in Service Interactions
- Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
- Keywords
- avatars, virtual agents, artificial intelligence, perceived trustworthiness, visual realism, human-robot interaction, video-based interaction, travel agents
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